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1. 2024-10

Predictive Model for Determining Saturation Profiles under Pavements during Flood Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 1523-1535

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2. 2024-10

Deep Learning for Exploring the Relationship Between Geotechnical Properties and Electrical Resistivities

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 659-672

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3. 2024-10

Data-Driven Approach to State of Good Repair: Predicting Rolling Stock Service Life with Machine Learning for State of Good Repair Backlog Reduction and Long-Range Replacement Cost Estimation in Small Urban and Rural Transit Systems

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 771-781

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4. 2024-10

Graph Neural Networks Model to Generate Transportation Test Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 435-448

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5. 2024-10

Using Deep Neural Networks and Big Data to Predict Microscopic Travel Time in Work Zones

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 419-434

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6. 2024-09

Evaluating the Effectiveness and Transferability of a Data-Driven Two-Region Perimeter Control Method Using Microsimulation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 435-451

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7. 2024-09

Fusion-GRU: A Deep Learning Model for Future Bounding Box Prediction of Traffic Agents in Risky Driving Videos

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 699-709

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8. 2024-09

Multi-Agent Deep Reinforcement Learning for Multi-Lane Freeways Differential Variable Speed Limit Control in Mixed Traffic Environment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 749-763

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9. 2024-09

Multimodal Deep Learning for Estimating Lane-Level Urban Traffic by Fusing Closed-Circuit Television and Dedicated Short-Range Communication Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 495-508

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10. 2024-09

Traffic Flow Prediction Based on Interactive Dynamic Spatio-Temporal Graph Convolution with a Probabilistic Sparse Attention Mechanism

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 837-853

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11. 2024-09

Spatio-Temporal Graph Attention Convolution Network for Traffic Flow Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 136-149

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12. 2024-08

Development of a Prototype Smart Hy-Rail Wheel

Rail Safety IDEA Program Project Final Report, Issue 49, 47p

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13. 2024-08

Automatic Classification of Pavement Type and Service Age Benchmarked with Standard Texture Databases Using the Machine Learning Method: A Pilot Study

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 8, pp 932-949

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14. 2024-08

Severity Analysis of Secondary Crashes on High-Speed Roadways: Pattern Recognition Using Association Rule Mining

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 8, pp 919-931

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15. 2024-08

Improving Traffic Accident Severity Prediction Using Convoluted Features and Decision-Level Fusion of Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 8, pp 731-744

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16. 2024-08

Feature Engineering and Decision Trees for Predicting High Crash-Risk Locations Using Roadway Indicators

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 8, pp 535-548

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17. 2024-08

Unsupervised Learning for Public Transport Delay Pattern Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 8, pp 358-373

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18. 2024-08

Measuring the Macrotexture of Pavement Surface Using an Image Processing Technique

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 8, pp 184-197

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19. 2024-08

Spatio-Temporal Heterogeneous Graph-Based Convolutional Networks for Traffic Flow Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 8, pp 120-133

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20. 2024-07

Machine Learning Approach to Enhance Highway Railroad Grade Crossing Safety by Analyzing Crash Data and Identifying Hotspot Crash Locations

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 1055-1071

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21. 2024-07

Crosswalk Detection from Satellite Imagery for Pedestrian Network Completion

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 845-856

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22. 2024-07

Using Aggregated Fine Geo-Resolution Vehicle Telemetric Data to Predict Crash Occurrence

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 835-844

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23. 2024-07

Deep Learning Based Method for Early Warning of Price Risk in Railroad Bulk Freight Transport with Consideration of Time Series of Comprehensive Impact Index

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 434-449

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24. 2024-07

Analyzing Freeway Safety Influencing Factors Using the CatBoost Model and Interpretable Machine-Learning Framework, SHAP

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 563-574

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25. 2024-07

Comparison of Discrete Choice and Machine Learning Models for Simultaneous Modeling of Mobility Tool Ownership in Agent-Based Travel Demand Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 376-390

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Keywords:

Index Terms:

x Artificial intelligence

x Backpropagation

x Case based reasoning

x Expert systems

x Intelligent agents

x Machine learning

x Neural networks

x Pattern recognition systems

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